Publicación

/Publicación

Machine learning to investigate superficial white matter integrity in early multiple sclerosis

By | 2021-10-08T14:59:30-03:00 Septiembre 17th, 2021|Categories: FONDECYT 1190701 - Publicaciones, Journals Aceptados, Publicación|

K. Buyukturkoglu, C. Vergara, V. Fuentealba, C. Tozlu, J.B. Dahan, B.E. Carroll, A. Kuceyesk, C.S. Riley, J.F. Sumowski, C. Guevara Oliva, R. Sitaram, P. Guevara, V.M. Leavitt. Machine Learning to Investigate Superficial White Matter Integrity in Early Multiple Sclerosis. Journal of Neuroimaging, 2021; 1– 12. 17 de Septiembre de 2021. DOI: https://doi.org/10.1111/jon.12934  

Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism

By | 2021-10-08T15:11:00-03:00 Septiembre 1st, 2021|Categories: FONDECYT 1190701 - Publicaciones, Journals Aceptados, Publicación|

I. Goicovich, P. Olivares, C. Román, A. Vázquez, C. Pouponl, JF Mangin, P. Guevara, C. Hernández. Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism. Frontiers in Neuroinformatics, 15, p46, 2021. DOI: https://doi.org/10.3389/fninf.2021.727859  

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

By | 2021-10-08T15:17:35-03:00 Agosto 22nd, 2021|Categories: FONDECYT 1190701 - Publicaciones, Journals Aceptados, Publicación|

Schilling KG, Rheault F, Petit L, Hansen CB, Nath V, Yeh FC, Girard G, Barakovic M, Rafael-Patino J, Yu T, Fischi-Gomez E, Pizzolato M, Ocampo-Pineda M, Schiavi S, Canales-Rodríguez EJ, Daducci A, Granziera C, Innocenti G, Thiran JP, Mancini L, Wastling S, Cocozza S, Petracca M, Pontillo G, Mancini M, Vos SB, Vakharia VN, Duncan JS, [...]

Study of Precentral-Postcentral Connections on HCP Data Using Probabilistic Tractography and Fiber Clustering

By | 2021-03-01T18:40:32-03:00 Abril 13th, 2021|Categories: Conferencias Internacionales, FONDECYT 1190701 - Publicaciones, Publicación|

C. Román, N. López-López, J. Houenou, C. Poupon, J.-F. Mangin, C. Hernández, and P. Guevara. Study of Precentral-Postcentral Connections on HCP Data Using Probabilistic Tractography and Fiber Clustering. IEEE International Symposium on Biomedical Imaging (ISBI) 2021, Niza, Francia, 2021. DOI: no disponible aún.

Investigating Superficial White Matter Integrity in Early MS Using Machine Learning

By | 2021-03-01T18:42:04-03:00 Febrero 25th, 2021|Categories: Conferencias Internacionales, Publicación|

Buyukturkoglu Korhan, Valentina Fuentealba, Christopher Vergara, Ceren Tozlu, Jacob B. Dahan, Britta E. Carroll, Carlos Guevara Oliva, Amy Kuceyeski, James F. Sumowski, Ranganatha Sitaram, Pamela Guevara. Investigating Superficial White Matter Integrity in Early MS Using Machine Learning. ACTRIMS FORUM 2021, USA, Evento virtual, 2021. DOI: no disponible aún.

Disruption of conscious access in psychosis is associated with altered structural brain connectivity

By | 2021-03-02T12:50:30-03:00 Enero 20th, 2021|Categories: Journals Aceptados, Publicación|

L. Berkovitch, L. Charles, A. Del Cul, N. Hamdani, M. Delavest, S. Sarrazin, J.-F. Mangin, P. Guevara, E. Ji, M.-A. d’Albis, R. Gaillard, F. Bellivier, C. Poupon, M. Leboyer, R. Tamouza, S. Dehaene and J. Houenou. Disruption of conscious access in psychosis is associated with altered structural brain connectivity. Journal of Neuroscience, 41:3, p513-523, Enero 2020. [...]

FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity

By | 2020-12-16T21:46:50-03:00 Octubre 15th, 2020|Categories: Journals Aceptados, Publicación|

A. Vázquez, N. López-López, A. Sánchez, J. Houenou, C. Poupon, J.-F. Mangin, C. Hernández, P. Guevara. FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity. NeuroImage, 220:117070, 2020. DOI: https://doi.org/10.1016/j.neuroimage.2020.117070